1.7k citations · 1.8k across the 5 of their papers we have counts for
5 papers
Simulation Environment with Customized RISC-V Instructions for Logic-in-Memory Architectures
Jia-Hui Su, Chen-Hua Lu, Jenq Kuen Lee +5
Nowadays, various memory-hungry applications like machine learning algorithms are knocking "the memory wall". Toward this, emerging memories featuring computational capacity are fo…
Understanding the One-Pixel Attack: Propagation Maps and Locality Analysis
Danilo Vasconcellos Vargas, Jiawei Su
Deep neural networks were shown to be vulnerable to single pixel modifications. However, the reason behind such phenomena has never been elucidated. Here, we propose Propagation Ma…
Attacking Convolutional Neural Network using Differential Evolution
Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai
The output of Convolutional Neural Networks (CNN) has been shown to be discontinuous which can make the CNN image classifier vulnerable to small well-tuned artificial perturbations…
Lightweight Classification of IoT Malware based on Image Recognition
Jiawei Su, Danilo Vasconcellos Vargas, Sanjiva Prasad +3
The Internet of Things (IoT) is an extension of the traditional Internet, which allows a very large number of smart devices, such as home appliances, network cameras, sensors and c…
One pixel attack for fooling deep neural networks
Jiawei Su, Danilo Vasconcellos Vargas, Sakurai Kouichi
Recent research has revealed that the output of Deep Neural Networks (DNN) can be easily altered by adding relatively small perturbations to the input vector. In this paper, we ana…